{"id":55987,"date":"2024-11-05T12:45:50","date_gmt":"2024-11-05T17:45:50","guid":{"rendered":"https:\/\/sdtimes.com\/?p=55987"},"modified":"2024-11-05T12:47:53","modified_gmt":"2024-11-05T17:47:53","slug":"microsoft-enhances-data-wrangler-with-the-ability-to-prepare-data-using-natural-language-with-new-github-copilot-integration","status":"publish","type":"post","link":"https:\/\/sdtimes.com\/data\/microsoft-enhances-data-wrangler-with-the-ability-to-prepare-data-using-natural-language-with-new-github-copilot-integration\/","title":{"rendered":"Microsoft enhances Data Wrangler with the ability to prepare data using natural language with new GitHub Copilot integration"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Microsoft has <\/span><a href=\"https:\/\/devblogs.microsoft.com\/python\/announcing-github-copilot-in-data-wrangler\/\"><span style=\"font-weight: 400;\">announced<\/span><\/a><span style=\"font-weight: 400;\"> that GitHub Copilot is now integrated with <\/span><a href=\"https:\/\/devblogs.microsoft.com\/python\/data-wrangler-release\/\"><span style=\"font-weight: 400;\">Data Wrangler<\/span><\/a><span style=\"font-weight: 400;\">, an extension for VS Code for viewing, cleaning, and preparing data.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By integrating GitHub Copilot capabilities into the tool, users will now be able<\/span><span data-slate-node=\"text\"> to clean and transform data in VS Code with natural language prompts. <\/span><span style=\"font-weight: 400;\">It will also be able to provide suggestions of how to fix errors in data transformation code.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">According to Microsoft, one of the current limitations of using AI for exploratory data analysis is that the AI often lacks context of the data, leading to more generalized responses. Further, the process of verifying that the generated code is correct can be a very manual and time-consuming process.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The integration of Data Wrangler and GitHub Copilot addresses these issues because it allows the user to provide GitHub Copilot with data context, enabling the tool to generate code for a specific dataset. It also provides a preview of the behavior of the code, which allows users to visually validate the response.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Some examples of how GitHub Copilot can be used in Data Wrangler include formatting a datetime column, removing columns with over 40% missing values, or fixing an error in a data transformation \u2014 all using natural language prompts.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Using this new integration will require having the Data Wrangler VS Code extension, the GitHub Copilot VS code extension, and an active GitHub Copilot subscription.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Microsoft also announced that this is just the first of many Copilot enhancements planned for Data Wrangler, and additional functionality will be added in the future.\u00a0<\/span><\/p>\n<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>Microsoft has announced that GitHub Copilot is now integrated with Data Wrangler, an extension for VS Code for viewing, cleaning, and preparing data.\u00a0 By integrating GitHub Copilot capabilities into the tool, users will now be able to clean and transform data in VS Code with natural language prompts. It will also be able to provide  &hellip; <a class=\"read-more\" href=\"https:\/\/sdtimes.com\/data\/microsoft-enhances-data-wrangler-with-the-ability-to-prepare-data-using-natural-language-with-new-github-copilot-integration\/\">continue reading<\/a><!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>\n","protected":false},"author":752,"featured_media":55988,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"cybocfi_hide_featured_image":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[143,2850,17088,15809,17],"coauthors":[11687],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Microsoft enhances Data Wrangler with the ability to prepare data using natural 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